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Tim Brys | Researchclopedia

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Tim Brys

Vrije Universiteit Brussel

51

Works

709

Citations

14

h-index

17

i10-index

Research Topics

Reinforcement Learning in Robotics Advanced Multi-Objective Optimization Algorithms Evolutionary Algorithms and Applications

Affiliations

Vrije Universiteit Brussel2012–2021

Lakeside Labs2014–2014

Bioengineering Center2018–2018

CMCL Innovations (United Kingdom)2012–2013

University of Klagenfurt2014–2014

Top Works

Reinforcement learning from demonstration through shaping

Tim Brys,Anna Harutyunyan,et al.

2015156 citations

Metaheuristic Optimization Algorithms Research

Robot Manipulation and Learning

Multi-objectivization of reinforcement learning problems by reward shaping

Tim Brys,Anna Harutyunyan,et al.

201460 citations

Learning from Demonstration for Shaping through Inverse Reinforcement Learning

Halit Bener Suay,Tim Brys,et al.

201658 citations

Distributed learning and multi-objectivity in traffic light control

Tim Brys,Tong Pham,et al.

201454 citations

Policy Transfer using Reward Shaping

Tim Brys,Anna Harutyunyan,et al.

201551 citations

Multi-objectivization and ensembles of shapings in reinforcement learning

Tim Brys,Anna Harutyunyan,et al.

201737 citations

Combining Multiple Correlated Reward and Shaping Signals by Measuring Confidence

Tim Brys,Ann Nowé,et al.

201434 citations

A novel adaptive weight selection algorithm for multi-objective multi-agent reinforcement learning

Kristof Van Moffaert,Tim Brys,et al.

201431 citations

Adapting to Concept Drift in Credit Card Transaction Data Streams Using Contextual Bandits and Decision Trees

Dennis J. N. J. Soemers,Tim Brys,et al.

201827 citations